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Prediction of recurrent spontaneous abortion using evolutionary machine learning with joint self-adaptive sime mould algorithm.

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第一作者： Beibei,Shi

第一单位： Affiliated People's Hospital of Jiangsu University, 8 Dianli Road, Zhenjiang, Jiangsu 212000, China. Electronic address: shibeibei1993zjfph@163.com.

作者： Beibei,Shi ^[1] ; Jingjing,Chen ^[2] ; Haiying,Chen ^[3] ; Wenjing,Lin ^[4] ; Jie,Yang ^[5] ; Yi,Chen ^[6] ; Chengwen,Wu ^[7] ; Zhiqiong,Huang ^[8]

作者单位： Affiliated People's Hospital of Jiangsu University, 8 Dianli Road, Zhenjiang, Jiangsu 212000, China. Electronic address: shibeibei1993zjfph@163.com. ^[1] Department of Obstetrics and Gynecology, The Third Clinical Institute Affiliated to Wenzhou Medical University, Wenzhou People's Hospital, Wenzhou 325000, China. Electronic address: chenjingjingwz@126.com. ^[2] Department of Obstetrics and Gynecology, The Third Clinical Institute Affiliated to Wenzhou Medical University, Wenzhou People's Hospital, Wenzhou 325000, China. Electronic address: chenhy1229@163.com. ^[3] Department of Obstetrics and Gynecology, The Third Clinical Institute Affiliated to Wenzhou Medical University, Wenzhou People's Hospital, Wenzhou 325000, China. Electronic address: 810941917@qq.com. ^[4] Department of Obstetrics and Gynecology, The Third Clinical Institute Affiliated to Wenzhou Medical University, Wenzhou People's Hospital, Wenzhou 325000, China. Electronic address: 305938765@qq.com. ^[5] College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, 325035, China. Electronic address: kenyoncy2016@gmail.com. ^[6] College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, 325035, China. Electronic address: jsj_wcw@wzu.edu.cn. ^[7] Department of Obstetrics and Gynecology, The Third Clinical Institute Affiliated to Wenzhou Medical University, Wenzhou People's Hospital, Wenzhou 325000, China. Electronic address: 195877893@qq.com. ^[8]

关键词 Feature selection Kernel learning Parameter optimization Recurrent spontaneous abortion Self-adaptive sime mould algorithm Support vector machine

医学主题词流产, 习惯性(Abortion, Habitual);算法(Algorithms);女(雌)性(Female);人类(Humans);妊娠(Pregnancy)

DOI 10.1016/j.compbiomed.2022.105885

PMID 35930957

发布时间 2022-09-29

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